Profiling Report

Dataset statistics

Number of variables	13
Number of observations	800
Missing cells	386
Missing cells (%)	3.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	194.7 KiB
Average record size in memory	249.3 B

Variable types

Numeric	9
Text	1
Categorical	2
Boolean	1

Alerts

`#` is highly overall correlated with `Type 2` and 1 other fields	High correlation
`Attack` is highly overall correlated with `Total` and 2 other fields	High correlation
`Defense` is highly overall correlated with `Total` and 3 other fields	High correlation
`Generation` is highly overall correlated with `#` and 1 other fields	High correlation
`HP` is highly overall correlated with `Total` and 2 other fields	High correlation
`Sp. Atk` is highly overall correlated with `Total` and 3 other fields	High correlation
`Sp. Def` is highly overall correlated with `Total` and 2 other fields	High correlation
`Speed` is highly overall correlated with `Total` and 1 other fields	High correlation
`Total` is highly overall correlated with `HP` and 6 other fields	High correlation
`Type 1` is highly overall correlated with `Type 2`	High correlation
`Type 2` is highly overall correlated with `#` and 2 other fields	High correlation
`Legendary` is highly overall correlated with `Total` and 1 other fields	High correlation
`Legendary` is highly imbalanced (59.3%)	Imbalance
`Type 2` has 386 (48.2%) missing values	Missing
`#` is uniformly distributed	Uniform
`Name` has unique values	Unique

Reproduction

Analysis started	2023-11-27 16:21:38.267677
Analysis finished	2023-11-27 16:22:11.790472
Duration	33.52 seconds
Software version	ydata-profiling vv4.6.2
Download configuration	config.json

#
Real number (ℝ)

HIGH CORRELATION UNIFORM

Distinct	721
Distinct (%)	90.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	362.81375

Minimum	1
Maximum	721
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	1
5-th percentile	34.95
Q1	184.75
median	364.5
Q3	539.25
95-th percentile	689.05
Maximum	721
Range	720
Interquartile range (IQR)	354.5

Descriptive statistics

Standard deviation	208.3438
Coefficient of variation (CV)	0.57424449
Kurtosis	-1.1657051
Mean	362.81375
Median Absolute Deviation (MAD)	177.5
Skewness	-0.0011225028
Sum	290251
Variance	43407.138
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
479	6	0.8%
711	4	0.5%
710	4	0.5%
386	4	0.5%
413	3	0.4%
150	3	0.4%
646	3	0.4%
6	3	0.4%
310	2	0.2%
308	2	0.2%
Other values (711)	766	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	2	0.2%
4	1	0.1%
5	1	0.1%
6	3	0.4%
7	1	0.1%
8	1	0.1%
9	2	0.2%
10	1	0.1%

Value	Count	Frequency (%)
721	1	0.1%
720	2	0.2%
719	2	0.2%
718	1	0.1%
717	1	0.1%
716	1	0.1%
715	1	0.1%
714	1	0.1%
713	1	0.1%
712	1	0.1%

Name
Text

UNIQUE

Distinct	800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	51.7 KiB

Length

Max length	25
Median length	23
Mean length	8.84125
Min length	3

Characters and Unicode

Total characters	7073
Distinct characters	63
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	800 ?
Unique (%)	100.0%

Sample

1st row	Bulbasaur
2nd row	Ivysaur
3rd row	Venusaur
4th row	VenusaurMega Venusaur
5th row	Charmander

Value	Count	Frequency (%)
forme	21	2.3%
size	8	0.9%
rotom	6	0.7%
cloak	3	0.3%
mewtwo	3	0.3%
kyurem	3	0.3%
charizard	3	0.3%
sharpedo	2	0.2%
medicham	2	0.2%
kangaskhan	2	0.2%
Other values (796)	846	94.1%

Most occurring characters

Value	Count	Frequency (%)
a	682	9.6%
e	644	9.1%
o	571	8.1%
r	509	7.2%
i	469	6.6%
n	378	5.3%
l	371	5.2%
t	319	4.5%
u	248	3.5%
s	220	3.1%
Other values (53)	2662	37.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5969	84.4%
Uppercase Letter	994	14.1%
Space Separator	99	1.4%
Other Punctuation	4	0.1%
Decimal Number	3	< 0.1%
Dash Punctuation	2	< 0.1%
Other Symbol	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	682	11.4%
e	644	10.8%
o	571	9.6%
r	509	8.5%
i	469	7.9%
n	378	6.3%
l	371	6.2%
t	319	5.3%
u	248	4.2%
s	220	3.7%
Other values (17)	1558	26.1%

Uppercase Letter

Value	Count	Frequency (%)
S	137	13.8%
M	126	12.7%
C	65	6.5%
G	65	6.5%
P	59	5.9%
A	55	5.5%
F	50	5.0%
B	49	4.9%
D	48	4.8%
L	46	4.6%
Other values (16)	294	29.6%

Other Punctuation

Value	Count	Frequency (%)
.	2	50.0%
'	1	25.0%
%	1	25.0%

Decimal Number

Value	Count	Frequency (%)
2	1	33.3%
5	1	33.3%
0	1	33.3%

Other Symbol

Value	Count	Frequency (%)
♀	1	50.0%
♂	1	50.0%

Space Separator

Value	Count	Frequency (%)
	99	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6963	98.4%
Common	110	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	682	9.8%
e	644	9.2%
o	571	8.2%
r	509	7.3%
i	469	6.7%
n	378	5.4%
l	371	5.3%
t	319	4.6%
u	248	3.6%
s	220	3.2%
Other values (43)	2552	36.7%

Common

Value	Count	Frequency (%)
	99	90.0%
.	2	1.8%
-	2	1.8%
♀	1	0.9%
♂	1	0.9%
'	1	0.9%
2	1	0.9%
5	1	0.9%
0	1	0.9%
%	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7069	99.9%
None	2	< 0.1%
Misc Symbols	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	682	9.6%
e	644	9.1%
o	571	8.1%
r	509	7.2%
i	469	6.6%
n	378	5.3%
l	371	5.2%
t	319	4.5%
u	248	3.5%
s	220	3.1%
Other values (50)	2658	37.6%

None

Value	Count	Frequency (%)
é	2	100.0%

Misc Symbols

Value	Count	Frequency (%)
♀	1	50.0%
♂	1	50.0%

Type 1
Categorical

HIGH CORRELATION

Distinct	18
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	48.8 KiB

Water	112
Normal	98
Grass	70
Bug	69
Psychic	57
Other values (13)	394

Length

Max length	8
Median length	7
Mean length	5.26
Min length	3

Characters and Unicode

Total characters	4208
Distinct characters	28
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Grass
2nd row	Grass
3rd row	Grass
4th row	Grass
5th row	Fire

Common Values

Value	Count	Frequency (%)
Water	112	14.0%
Normal	98	12.2%
Grass	70	8.8%
Bug	69	8.6%
Psychic	57	7.1%
Fire	52	6.5%
Rock	44	5.5%
Electric	44	5.5%
Ground	32	4.0%
Ghost	32	4.0%
Other values (8)	190	23.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
water	112	14.0%
normal	98	12.2%
grass	70	8.8%
bug	69	8.6%
psychic	57	7.1%
fire	52	6.5%
rock	44	5.5%
electric	44	5.5%
ground	32	4.0%
ghost	32	4.0%
Other values (8)	190	23.8%

Most occurring characters

Value	Count	Frequency (%)
r	488	11.6%
a	360	8.6%
o	294	7.0%
e	286	6.8%
c	270	6.4%
s	257	6.1%
i	256	6.1%
t	242	5.8%
l	173	4.1%
g	159	3.8%
Other values (18)	1423	33.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3408	81.0%
Uppercase Letter	800	19.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	488	14.3%
a	360	10.6%
o	294	8.6%
e	286	8.4%
c	270	7.9%
s	257	7.5%
i	256	7.5%
t	242	7.1%
l	173	5.1%
g	159	4.7%
Other values (7)	623	18.3%

Uppercase Letter

Value	Count	Frequency (%)
G	134	16.8%
W	112	14.0%
F	100	12.5%
N	98	12.2%
P	85	10.6%
B	69	8.6%
D	63	7.9%
R	44	5.5%
E	44	5.5%
S	27	3.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4208	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	488	11.6%
a	360	8.6%
o	294	7.0%
e	286	6.8%
c	270	6.4%
s	257	6.1%
i	256	6.1%
t	242	5.8%
l	173	4.1%
g	159	3.8%
Other values (18)	1423	33.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4208	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	488	11.6%
a	360	8.6%
o	294	7.0%
e	286	6.8%
c	270	6.4%
s	257	6.1%
i	256	6.1%
t	242	5.8%
l	173	4.1%
g	159	3.8%
Other values (18)	1423	33.8%

Type 2
Categorical

HIGH CORRELATION MISSING

Distinct	18
Distinct (%)	4.3%
Missing	386
Missing (%)	48.2%
Memory size	40.5 KiB

Flying	97
Ground	35
Poison	34
Psychic	33
Fighting	26
Other values (13)	189

Length

Max length	8
Median length	7
Mean length	5.6521739
Min length	3

Characters and Unicode

Total characters	2340
Distinct characters	28
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Poison
2nd row	Poison
3rd row	Poison
4th row	Poison
5th row	Flying

Common Values

Value	Count	Frequency (%)
Flying	97	12.1%
Ground	35	4.4%
Poison	34	4.2%
Psychic	33	4.1%
Fighting	26	3.2%
Grass	25	3.1%
Fairy	23	2.9%
Steel	22	2.8%
Dark	20	2.5%
Dragon	18	2.2%
Other values (8)	81	10.1%
(Missing)	386	48.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
flying	97	23.4%
ground	35	8.5%
poison	34	8.2%
psychic	33	8.0%
fighting	26	6.3%
grass	25	6.0%
fairy	23	5.6%
steel	22	5.3%
dark	20	4.8%
dragon	18	4.3%
Other values (8)	81	19.6%

Most occurring characters

Value	Count	Frequency (%)
i	257	11.0%
n	210	9.0%
g	170	7.3%
F	158	6.8%
r	157	6.7%
y	153	6.5%
o	153	6.5%
s	131	5.6%
l	129	5.5%
c	106	4.5%
Other values (18)	716	30.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1926	82.3%
Uppercase Letter	414	17.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	257	13.3%
n	210	10.9%
g	170	8.8%
r	157	8.2%
y	153	7.9%
o	153	7.9%
s	131	6.8%
l	129	6.7%
c	106	5.5%
a	104	5.4%
Other values (7)	356	18.5%

Uppercase Letter

Value	Count	Frequency (%)
F	158	38.2%
G	74	17.9%
P	67	16.2%
D	38	9.2%
S	22	5.3%
I	14	3.4%
R	14	3.4%
W	14	3.4%
E	6	1.4%
N	4	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2340	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	257	11.0%
n	210	9.0%
g	170	7.3%
F	158	6.8%
r	157	6.7%
y	153	6.5%
o	153	6.5%
s	131	5.6%
l	129	5.5%
c	106	4.5%
Other values (18)	716	30.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2340	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	257	11.0%
n	210	9.0%
g	170	7.3%
F	158	6.8%
r	157	6.7%
y	153	6.5%
o	153	6.5%
s	131	5.6%
l	129	5.5%
c	106	4.5%
Other values (18)	716	30.6%

Total
Real number (ℝ)

HIGH CORRELATION

Distinct	200
Distinct (%)	25.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	435.1025

Minimum	180
Maximum	780
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	180
5-th percentile	250
Q1	330
median	450
Q3	515
95-th percentile	630
Maximum	780
Range	600
Interquartile range (IQR)	185

Descriptive statistics

Standard deviation	119.96304
Coefficient of variation (CV)	0.27571214
Kurtosis	-0.50746071
Mean	435.1025
Median Absolute Deviation (MAD)	85
Skewness	0.15252992
Sum	348082
Variance	14391.131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
600	37	4.6%
405	26	3.2%
500	23	2.9%
580	23	2.9%
300	19	2.4%
490	18	2.2%
525	16	2.0%
495	15	1.9%
480	15	1.9%
330	15	1.9%
Other values (190)	593	74.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
180	1	0.1%
190	1	0.1%
194	1	0.1%
195	3	0.4%
198	1	0.1%
200	3	0.4%
205	5	0.6%
210	3	0.4%
213	1	0.1%
215	1	0.1%

Value	Count	Frequency (%)
780	3	0.4%
770	2	0.2%
720	1	0.1%
700	9	1.1%
680	13	1.6%
670	4	0.5%
660	1	0.1%
640	1	0.1%
635	1	0.1%
634	2	0.2%

HP
Real number (ℝ)

HIGH CORRELATION

Distinct	94
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.25875

Minimum	1
Maximum	255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	1
5-th percentile	35.95
Q1	50
median	65
Q3	80
95-th percentile	110
Maximum	255
Range	254
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	25.534669
Coefficient of variation (CV)	0.3686851
Kurtosis	7.2320784
Mean	69.25875
Median Absolute Deviation (MAD)	15
Skewness	1.5682244
Sum	55407
Variance	652.01932
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	67	8.4%
50	63	7.9%
70	57	7.1%
65	46	5.8%
75	43	5.4%
80	43	5.4%
45	38	4.8%
40	38	4.8%
55	37	4.6%
100	32	4.0%
Other values (84)	336	42.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.1%
10	1	0.1%
20	6	0.8%
25	2	0.2%
28	1	0.1%
30	13	1.6%
31	1	0.1%
35	15	1.9%
36	1	0.1%
37	1	0.1%

Value	Count	Frequency (%)
255	1	0.1%
250	1	0.1%
190	1	0.1%
170	1	0.1%
165	1	0.1%
160	1	0.1%
150	4	0.5%
144	1	0.1%
140	1	0.1%
135	1	0.1%

Attack
Real number (ℝ)

HIGH CORRELATION

Distinct	111
Distinct (%)	13.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.00125

Minimum	5
Maximum	190
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	5
5-th percentile	30
Q1	55
median	75
Q3	100
95-th percentile	136.2
Maximum	190
Range	185
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	32.457366
Coefficient of variation (CV)	0.41084623
Kurtosis	0.16971731
Mean	79.00125
Median Absolute Deviation (MAD)	20
Skewness	0.55161375
Sum	63201
Variance	1053.4806
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	40	5.0%
65	39	4.9%
50	37	4.6%
80	37	4.6%
60	33	4.1%
85	33	4.1%
75	32	4.0%
70	31	3.9%
55	30	3.8%
90	30	3.8%
Other values (101)	458	57.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	0.2%
10	3	0.4%
15	1	0.1%
20	8	1.0%
22	1	0.1%
23	1	0.1%
24	1	0.1%
25	7	0.9%
27	1	0.1%
29	1	0.1%

Value	Count	Frequency (%)
190	1	0.1%
185	1	0.1%
180	3	0.4%
170	2	0.2%
165	3	0.4%
164	1	0.1%
160	5	0.6%
155	2	0.2%
150	11	1.4%
147	1	0.1%

Defense
Real number (ℝ)

HIGH CORRELATION

Distinct	103
Distinct (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	73.8425

Minimum	5
Maximum	230
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	5
5-th percentile	35
Q1	50
median	70
Q3	90
95-th percentile	130
Maximum	230
Range	225
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	31.183501
Coefficient of variation (CV)	0.42229747
Kurtosis	2.7262604
Mean	73.8425
Median Absolute Deviation (MAD)	20
Skewness	1.1559123
Sum	59074
Variance	972.41071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	54	6.8%
50	49	6.1%
60	46	5.8%
80	39	4.9%
40	36	4.5%
65	36	4.5%
90	35	4.4%
100	33	4.1%
55	32	4.0%
45	32	4.0%
Other values (93)	408	51.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	0.2%
10	1	0.1%
15	4	0.5%
20	4	0.5%
23	1	0.1%
25	2	0.2%
28	1	0.1%
30	14	1.8%
32	2	0.2%
33	1	0.1%

Value	Count	Frequency (%)
230	3	0.4%
200	2	0.2%
184	1	0.1%
180	3	0.4%
168	1	0.1%
160	3	0.4%
150	7	0.9%
145	2	0.2%
140	6	0.8%
135	2	0.2%

Sp. Atk
Real number (ℝ)

HIGH CORRELATION

Distinct	105
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	72.82

Minimum	10
Maximum	194
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	10
5-th percentile	30
Q1	49.75
median	65
Q3	95
95-th percentile	131.05
Maximum	194
Range	184
Interquartile range (IQR)	45.25

Descriptive statistics

Standard deviation	32.722294
Coefficient of variation (CV)	0.44935861
Kurtosis	0.29789366
Mean	72.82
Median Absolute Deviation (MAD)	20
Skewness	0.7446625
Sum	58256
Variance	1070.7485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	51	6.4%
40	49	6.1%
65	44	5.5%
50	39	4.9%
55	35	4.4%
45	33	4.1%
70	30	3.8%
35	29	3.6%
80	27	3.4%
95	27	3.4%
Other values (95)	436	54.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	3	0.4%
15	4	0.5%
20	8	1.0%
23	1	0.1%
24	2	0.2%
25	11	1.4%
27	2	0.2%
29	1	0.1%
30	24	3.0%
31	1	0.1%

Value	Count	Frequency (%)
194	1	0.1%
180	3	0.4%
175	1	0.1%
170	3	0.4%
165	2	0.2%
160	2	0.2%
159	1	0.1%
154	2	0.2%
150	9	1.1%
145	4	0.5%

Sp. Def
Real number (ℝ)

HIGH CORRELATION

Distinct	92
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.9025

Minimum	20
Maximum	230
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	20
5-th percentile	32.95
Q1	50
median	70
Q3	90
95-th percentile	120
Maximum	230
Range	210
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	27.828916
Coefficient of variation (CV)	0.38703683
Kurtosis	1.6283941
Mean	71.9025
Median Absolute Deviation (MAD)	20
Skewness	0.85401861
Sum	57522
Variance	774.44855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	52	6.5%
50	50	6.2%
55	47	5.9%
65	44	5.5%
60	43	5.4%
70	40	5.0%
75	40	5.0%
90	36	4.5%
45	35	4.4%
40	30	3.8%
Other values (82)	383	47.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	6	0.8%
23	1	0.1%
25	11	1.4%
30	20	2.5%
31	1	0.1%
32	1	0.1%
33	1	0.1%
34	1	0.1%
35	18	2.2%
36	1	0.1%

Value	Count	Frequency (%)
230	1	0.1%
200	1	0.1%
160	2	0.2%
154	3	0.4%
150	7	0.9%
140	2	0.2%
138	1	0.1%
135	4	0.5%
130	9	1.1%
129	1	0.1%

Speed
Real number (ℝ)

HIGH CORRELATION

Distinct	108
Distinct (%)	13.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	68.2775

Minimum	5
Maximum	180
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	5
5-th percentile	25
Q1	45
median	65
Q3	90
95-th percentile	115
Maximum	180
Range	175
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	29.060474
Coefficient of variation (CV)	0.42562299
Kurtosis	-0.23643667
Mean	68.2775
Median Absolute Deviation (MAD)	21
Skewness	0.3579333
Sum	54622
Variance	844.51113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	46	5.8%
60	44	5.5%
70	37	4.6%
65	36	4.5%
30	35	4.4%
80	33	4.1%
40	32	4.0%
100	31	3.9%
90	31	3.9%
55	30	3.8%
Other values (98)	445	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	0.2%
10	3	0.4%
15	9	1.1%
20	15	1.9%
22	1	0.1%
23	4	0.5%
24	1	0.1%
25	10	1.2%
28	4	0.5%
29	3	0.4%

Value	Count	Frequency (%)
180	1	0.1%
160	1	0.1%
150	4	0.5%
145	3	0.4%
140	2	0.2%
135	2	0.2%
130	6	0.8%
128	1	0.1%
127	1	0.1%
126	1	0.1%

Generation
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.32375

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.6612904
Coefficient of variation (CV)	0.49982411
Kurtosis	-1.2395758
Mean	3.32375
Median Absolute Deviation (MAD)	2
Skewness	0.0142581
Sum	2659
Variance	2.7598858
Monotonicity	Increasing

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	166	20.8%
5	165	20.6%
3	160	20.0%
4	121	15.1%
2	106	13.2%
6	82	10.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	166	20.8%
2	106	13.2%
3	160	20.0%
4	121	15.1%
5	165	20.6%
6	82	10.2%

Value	Count	Frequency (%)
6	82	10.2%
5	165	20.6%
4	121	15.1%
3	160	20.0%
2	106	13.2%
1	166	20.8%

Legendary
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	928.0 B

False	735
True	65

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	735	91.9%
True	65	8.1%

Heatmap
Table

	#	Attack	Defense	Generation	HP	Legendary	Sp. Atk	Sp. Def	Speed	Total	Type 1	Type 2
#	1.000	0.103	0.117	0.984	0.120	0.259	0.088	0.076	0.019	0.122	0.162	0.265
Attack	0.103	1.000	0.515	0.054	0.566	0.366	0.362	0.321	0.373	0.720	0.119	0.105
Defense	0.117	0.515	1.000	0.058	0.433	0.274	0.314	0.579	0.093	0.682	0.151	0.147
Generation	0.984	0.054	0.058	1.000	0.082	0.078	0.039	0.019	-0.014	0.054	0.158	0.282
HP	0.120	0.566	0.433	0.082	1.000	0.357	0.471	0.493	0.266	0.713	0.077	0.144
Legendary	0.259	0.366	0.274	0.078	0.357	1.000	0.373	0.329	0.313	0.444	0.303	0.135
Sp. Atk	0.088	0.362	0.314	0.039	0.471	0.373	1.000	0.572	0.460	0.730	0.149	0.070
Sp. Def	0.076	0.321	0.579	0.019	0.493	0.329	0.572	1.000	0.321	0.757	0.082	0.097
Speed	0.019	0.373	0.093	-0.014	0.266	0.313	0.460	0.321	1.000	0.568	0.130	0.139
Total	0.122	0.720	0.682	0.054	0.713	0.444	0.730	0.757	0.568	1.000	0.129	0.119
Type 1	0.162	0.119	0.151	0.158	0.077	0.303	0.149	0.082	0.130	0.129	1.000	0.244
Type 2	0.265	0.105	0.147	0.282	0.144	0.135	0.070	0.097	0.139	0.119	0.244	1.000

Heatmap
Table

	#	Type 1	Type 2	Total	HP	Attack	Defense	Sp. Atk	Sp. Def	Speed	Generation	Legendary
#	1.000	0.397	0.579	0.373	0.157	0.232	0.298	0.212	0.184	0.225	0.966	0.340
Type 1	0.397	1.000	0.730	0.328	0.228	0.301	0.356	0.368	0.239	0.298	0.377	0.388
Type 2	0.579	0.730	1.000	0.303	0.349	0.278	0.366	0.185	0.214	0.389	0.604	0.175
Total	0.373	0.328	0.303	1.000	0.561	0.801	0.674	0.837	0.583	0.598	0.178	0.923
HP	0.157	0.228	0.349	0.561	1.000	0.496	0.501	0.343	0.576	0.202	0.085	0.359
Attack	0.232	0.301	0.278	0.801	0.496	1.000	0.574	0.655	0.298	0.451	0.134	0.478
Defense	0.298	0.356	0.366	0.674	0.501	0.574	1.000	0.305	0.636	0.222	0.148	0.348
Sp. Atk	0.212	0.368	0.185	0.837	0.343	0.655	0.305	1.000	0.464	0.555	0.055	0.649
Sp. Def	0.184	0.239	0.214	0.583	0.576	0.298	0.636	0.464	1.000	0.304	0.157	0.390
Speed	0.225	0.298	0.389	0.598	0.202	0.451	0.222	0.555	0.304	1.000	0.152	0.450
Generation	0.966	0.377	0.604	0.178	0.085	0.134	0.148	0.055	0.157	0.152	1.000	0.109
Legendary	0.340	0.388	0.175	0.923	0.359	0.478	0.348	0.649	0.390	0.450	0.109	1.000

Heatmap
Table

	Legendary	Type 1	Type 2
Legendary	1.000	0.303	0.135
Type 1	0.303	1.000	0.244
Type 2	0.135	0.244	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	#	Name	Type 1	Type 2	Total	HP	Attack	Defense	Sp. Atk	Sp. Def	Speed	Generation	Legendary
0	1	Bulbasaur	Grass	Poison	318	45	49	49	65	65	45	1	False
1	2	Ivysaur	Grass	Poison	405	60	62	63	80	80	60	1	False
2	3	Venusaur	Grass	Poison	525	80	82	83	100	100	80	1	False
3	3	VenusaurMega Venusaur	Grass	Poison	625	80	100	123	122	120	80	1	False
4	4	Charmander	Fire	NaN	309	39	52	43	60	50	65	1	False
5	5	Charmeleon	Fire	NaN	405	58	64	58	80	65	80	1	False
6	6	Charizard	Fire	Flying	534	78	84	78	109	85	100	1	False
7	6	CharizardMega Charizard X	Fire	Dragon	634	78	130	111	130	85	100	1	False
8	6	CharizardMega Charizard Y	Fire	Flying	634	78	104	78	159	115	100	1	False
9	7	Squirtle	Water	NaN	314	44	48	65	50	64	43	1	False

	#	Name	Type 1	Type 2	Total	HP	Attack	Defense	Sp. Atk	Sp. Def	Speed	Generation	Legendary
790	714	Noibat	Flying	Dragon	245	40	30	35	45	40	55	6	False
791	715	Noivern	Flying	Dragon	535	85	70	80	97	80	123	6	False
792	716	Xerneas	Fairy	NaN	680	126	131	95	131	98	99	6	True
793	717	Yveltal	Dark	Flying	680	126	131	95	131	98	99	6	True
794	718	Zygarde50% Forme	Dragon	Ground	600	108	100	121	81	95	95	6	True
795	719	Diancie	Rock	Fairy	600	50	100	150	100	150	50	6	True
796	719	DiancieMega Diancie	Rock	Fairy	700	50	160	110	160	110	110	6	True
797	720	HoopaHoopa Confined	Psychic	Ghost	600	80	110	60	150	130	70	6	True
798	720	HoopaHoopa Unbound	Psychic	Dark	680	80	160	60	170	130	80	6	True
799	721	Volcanion	Fire	Water	600	80	110	120	130	90	70	6	True

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Other Symbol

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Misc Symbols

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample